We brought Honeycomb into our Group function as part of our broader engineering transformation programme. We were not evaluating monitoring tools. We have plenty of those. What we needed was a forcing function to change how engineering teams understood the production systems they were responsible for but had limited visibility into. Honeycomb delivered on that. The high cardinality query engine gave individual service teams within our business units direct, self-service access to their own production telemetry for the first time within our company. In an environment where most teams operated through borrowed visibility, relying on infrastructure dashboards owned by other teams or vendor managed alerting that they could not customize, during incidents, Honeycomb platform shifted the engineering behavior to effectively test application behavior in pre-production. That was a first for us. What held us back from a perfect score: the SaaS only model created real friction during procurement for a European regulated insurer. Data residency, audit trail requirements, and third party risk assessment added months. And the product assumes an engineering-led organization. In outsourcing-heavy enterprises such as ours, the onboarding investment is steeper and that was a learning for Honeycomb. Both of these are solvable, but they are real.

Works well enough but takes some getting used to coming from more traditional observability patterns. Needed to adjust to thinking in terms of events+attributes instead of metrics.